Lake Shore Drive District 6 Crash Analysis

Data Loading and Processing

First, we’ll load our dependencies and process the crash data:

District and Street Processing

Next, we’ll process the senate district data and Lake Shore Drive information:

Reading layer `senate_districts' from data source 
  `/Users/mmclean/dev/r/ilga_district_crashes/data/raw/shapefiles/senate/senate_districts.shp' 
  using driver `ESRI Shapefile'
Simple feature collection with 59 features and 3 fields
Geometry type: POLYGON
Dimension:     XY
Bounding box:  xmin: -91.51308 ymin: 36.9703 xmax: -87.4952 ymax: 42.50848
Geodetic CRS:  NAD83

Crash Analysis

Process crashes within the Lake Shore Drive buffer:

Crash Impact Visualizations

Fatalities Over Time

Total Injuries Over Time

Incapacitating Injuries Over Time

Summary Statistics

Metric	Lake Shore Drive	District 6 Total	Percentage of District Total
Total Crashes	6248	32490	19.2%
Total Injuries	1415	5452	26.0%
Incapacitating Injuries	166	584	28.4%
Fatalities	16	26	61.5%

Interactive Map Visualization

District 6 Fatality Map

Create an interactive map showing fatality locations in District 6:

Lake Shore Drive Injury Map

Create interactive maps showing injuries, incapacitating injuries, and fatalities along Lake Shore Drive:

Lake Shore Drive Incapacitating Injury Map